Create app.py
Browse files
app.py
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| 1 |
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| 3 |
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# ADD THIS IN APP.PY
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| 8 |
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import os
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import gradio as gr
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from openai import OpenAI
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# -----------------------------
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| 13 |
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# Load OpenAI key from HF Secrets
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| 14 |
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# -----------------------------
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| 15 |
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# In Hugging Face Spaces, Secrets/Variables are available as environment variables.
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| 16 |
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# Add this in your Space Settings -> Variables and secrets -> Secrets
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| 17 |
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# Key name: OPENAI_API_KEY
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OPENAI_API_KEY = os.getenv("OPENAI_API_KEY")
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client = OpenAI(api_key=OPENAI_API_KEY)
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SYSTEM_PROMPT = """Create an intelligent Python chatbot capable of engaging in natural, helpful, and contextually appropriate conversations with human users.
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| 25 |
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| 26 |
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Requirements:
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| 27 |
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- Maintain conversational context over multiple user turns.
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| 28 |
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- Respond helpfully and accurately to a wide range of user inputs.
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| 29 |
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- Reason about user intent before generating each response.
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| 30 |
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- Politely ask clarifying questions if a request is ambiguous or unclear.
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| 31 |
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- Avoid hallucination or speculation—respond only with information you can justify or infer from context.
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| 32 |
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- If unable to answer, politely acknowledge the limitation.
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| 33 |
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| 34 |
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Process:
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| 35 |
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1. On each user message, first analyze prior context (if any) and what the user is likely asking/intending.
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| 36 |
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2. Think step-by-step (chain-of-thought) to determine the most relevant, helpful response. Always reason internally before presenting your answer.
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| 37 |
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3. If more information is needed, ask targeted clarifying questions.
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| 38 |
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4. Output your response, maintaining natural tone and conversational flow.
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| 39 |
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5. Continue the conversation until the user indicates they are finished.
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| 40 |
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| 41 |
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Output:
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| 42 |
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- Each response should be in plain English, no markdown or code blocks unless explicitly requested.
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| 43 |
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- Maintain a single-paragraph, natural-sounding chat response of 1–3 sentences (unless a longer reply is requested or required).
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| 44 |
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| 45 |
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Example—Instructions:
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| 46 |
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- Reasoning: "Recognize the user asked for Python list examples and may want to know how lists work."
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| 47 |
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- Conclusion/Output: "Sure! In Python, a list is a collection of items in a particular order. For example: my_list = [1, 2, 3, 4]. Would you like to see how to add or remove items?"
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| 48 |
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| 49 |
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(For more advanced technical requests, reasoning steps and explanations may be slightly longer, but always conclude with a concise, clear reply to the user.)
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| 50 |
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| 51 |
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Edge Cases & Important Considerations:
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| 52 |
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- If the user refers to prior conversation context, recall and incorporate it.
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| 53 |
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- Be warm, engaging, and never condescending.
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| 54 |
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- If asked for code, provide only what is needed and explain concisely.
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| 55 |
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| 56 |
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REMINDER: Your primary objective is to serve as a helpful Python chatbot, reasoning about context before each response, and outputting clear, appropriate conversational replies.
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| 57 |
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"""
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| 58 |
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| 59 |
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def init_messages():
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| 60 |
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return [
|
| 61 |
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{
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| 62 |
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"role": "system",
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| 63 |
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"content": [{"type": "input_text", "text": SYSTEM_PROMPT}]
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| 64 |
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}
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| 65 |
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]
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| 66 |
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| 67 |
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def respond(user_text, chat_history, messages):
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| 68 |
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if messages is None:
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| 69 |
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messages = init_messages()
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| 70 |
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| 71 |
+
# add user turn
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| 72 |
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messages.append(
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| 73 |
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{
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| 74 |
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"role": "user",
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| 75 |
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"content": [{"type": "input_text", "text": user_text}]
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| 76 |
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}
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| 77 |
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)
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| 78 |
+
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| 79 |
+
# call API
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| 80 |
+
response = client.responses.create(
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| 81 |
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model="gpt-5-chat-latest",
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| 82 |
+
input=messages,
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| 83 |
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text={"format": {"type": "text"}},
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| 84 |
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reasoning={},
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| 85 |
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tools=[],
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| 86 |
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temperature=1,
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| 87 |
+
max_output_tokens=2048,
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| 88 |
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top_p=1,
|
| 89 |
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store=True
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| 90 |
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)
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| 91 |
+
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| 92 |
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assistant_text = response.output_text
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| 93 |
+
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| 94 |
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# add assistant turn
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| 95 |
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messages.append(
|
| 96 |
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{
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| 97 |
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"role": "assistant",
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| 98 |
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"content": [{"type": "output_text", "text": assistant_text}]
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| 99 |
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}
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| 100 |
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)
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| 101 |
+
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| 102 |
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# update UI chat history
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| 103 |
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chat_history = chat_history + [(user_text, assistant_text)]
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| 104 |
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| 105 |
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return "", chat_history, messages
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| 106 |
+
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| 107 |
+
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| 108 |
+
# -----------------------------
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| 109 |
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# Gradio UI (Upgraded)
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| 110 |
+
# -----------------------------
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| 111 |
+
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| 112 |
+
FAQ_QUESTIONS = [
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| 113 |
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"What is the difference between a list, tuple, and set in Python?",
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| 114 |
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"How do I use dictionaries effectively in Python?",
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| 115 |
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"What are Python functions and how do *args and **kwargs work?",
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| 116 |
+
"How does OOP work in Python (classes, objects, inheritance)?",
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| 117 |
+
"How do I handle errors using try/except?",
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| 118 |
+
"What are list comprehensions and when should I use them?",
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| 119 |
+
"How do I read and write files in Python?"
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| 120 |
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]
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| 121 |
+
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| 122 |
+
def set_question(q):
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| 123 |
+
return q
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| 124 |
+
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| 125 |
+
def clear_all():
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| 126 |
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return [], init_messages(), ""
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| 127 |
+
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| 128 |
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# Updated logo URL (RAW link)
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| 129 |
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LOGO_URL = "https://raw.githubusercontent.com/Decoding-Data-Science/nov25/main/logo_python.png"
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| 130 |
+
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| 131 |
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css = """
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| 132 |
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/* Overall spacing + subtle polish */
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| 133 |
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#app_container {max-width: 1200px; margin: 0 auto;}
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| 134 |
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| 135 |
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/* Header styling */
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| 136 |
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.header-wrap {
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| 137 |
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display: flex;
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| 138 |
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align-items: center;
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| 139 |
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gap: 14px;
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| 140 |
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padding: 10px 6px 2px 6px;
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| 141 |
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}
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| 142 |
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.header-title {
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| 143 |
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font-size: 28px;
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| 144 |
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font-weight: 700;
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| 145 |
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line-height: 1.1;
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| 146 |
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}
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| 147 |
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.header-subtitle {
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| 148 |
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font-size: 12.5px;
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| 149 |
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opacity: 0.75;
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| 150 |
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margin-top: 2px;
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| 151 |
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}
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| 152 |
+
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| 153 |
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/* FAQ card-like feel */
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| 154 |
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.faq-box {
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| 155 |
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border: 1px solid rgba(255,255,255,0.08);
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| 156 |
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border-radius: 12px;
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| 157 |
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padding: 14px;
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| 158 |
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}
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| 159 |
+
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| 160 |
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/* Make buttons full width in FAQ column */
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| 161 |
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.faq-btn button {
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| 162 |
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width: 100%;
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| 163 |
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justify-content: flex-start;
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| 164 |
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}
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| 165 |
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"""
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| 166 |
+
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| 167 |
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with gr.Blocks(css=css, theme=gr.themes.Soft(), elem_id="app_container") as demo:
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| 168 |
+
# Header Row
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| 169 |
+
with gr.Row():
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| 170 |
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with gr.Column(scale=1, min_width=80):
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| 171 |
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logo = gr.Image(
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| 172 |
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value=LOGO_URL,
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| 173 |
+
label=None,
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| 174 |
+
show_label=False,
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| 175 |
+
show_download_button=False,
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| 176 |
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show_share_button=False,
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| 177 |
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height=64,
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| 178 |
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width=64,
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| 179 |
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container=False
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| 180 |
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)
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| 181 |
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with gr.Column(scale=10):
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| 182 |
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gr.HTML(
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| 183 |
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"""
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| 184 |
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<div class="header-wrap">
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| 185 |
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<div>
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| 186 |
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<div class="header-title">Python Tutor Bot</div>
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| 187 |
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<div class="header-subtitle">
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| 188 |
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Ask anything about Python — concepts, debugging, best practices, and examples.
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| 189 |
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</div>
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| 190 |
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</div>
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| 191 |
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</div>
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| 192 |
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"""
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| 193 |
+
)
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| 194 |
+
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| 195 |
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gr.Markdown("---")
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| 196 |
+
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| 197 |
+
# State (unchanged logic)
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| 198 |
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state = gr.State(init_messages())
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| 199 |
+
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| 200 |
+
# Two-column layout
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| 201 |
+
with gr.Row(equal_height=True):
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| 202 |
+
# LEFT: FAQ + Quick Ask
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| 203 |
+
with gr.Column(scale=4, min_width=320):
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| 204 |
+
with gr.Group(elem_classes=["faq-box"]):
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| 205 |
+
gr.Markdown("### FAQ — Most Asked Python Questions")
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| 206 |
+
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| 207 |
+
gr.Markdown(
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| 208 |
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"Click a question to auto-fill it, then press **Enter** or click **Send**."
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| 209 |
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)
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| 210 |
+
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| 211 |
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# Buttons for FAQ
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| 212 |
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faq_buttons = []
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| 213 |
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for q in FAQ_QUESTIONS:
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| 214 |
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b = gr.Button(q, elem_classes=["faq-btn"])
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| 215 |
+
faq_buttons.append(b)
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| 216 |
+
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| 217 |
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gr.Markdown("### Quick prompt ideas")
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| 218 |
+
quick = gr.Radio(
|
| 219 |
+
choices=[
|
| 220 |
+
"Explain with a simple example",
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| 221 |
+
"Give me a beginner-friendly analogy",
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| 222 |
+
"Show common mistakes to avoid",
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| 223 |
+
"Provide a short quiz question",
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| 224 |
+
"Compare two approaches briefly"
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| 225 |
+
],
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| 226 |
+
label="Add a style preference (optional)",
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| 227 |
+
value=None
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| 228 |
+
)
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| 229 |
+
|
| 230 |
+
# RIGHT: Chat area
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| 231 |
+
with gr.Column(scale=8, min_width=520):
|
| 232 |
+
chatbot = gr.Chatbot(
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| 233 |
+
height=520,
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| 234 |
+
bubble_full_width=False,
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| 235 |
+
label="Conversation"
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| 236 |
+
)
|
| 237 |
+
|
| 238 |
+
with gr.Row():
|
| 239 |
+
msg = gr.Textbox(
|
| 240 |
+
placeholder="Type your Python question here…",
|
| 241 |
+
label=None,
|
| 242 |
+
scale=9
|
| 243 |
+
)
|
| 244 |
+
send = gr.Button("Send", variant="primary", scale=1)
|
| 245 |
+
|
| 246 |
+
with gr.Row():
|
| 247 |
+
clear = gr.Button("Clear Chat")
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| 248 |
+
gr.Markdown(
|
| 249 |
+
"<span style='opacity:0.7;font-size:12px;'>Context is preserved across turns unless you clear.</span>"
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| 250 |
+
)
|
| 251 |
+
|
| 252 |
+
# FAQ button -> fill textbox
|
| 253 |
+
for b, q in zip(faq_buttons, FAQ_QUESTIONS):
|
| 254 |
+
b.click(
|
| 255 |
+
fn=lambda q=q: set_question(q),
|
| 256 |
+
inputs=None,
|
| 257 |
+
outputs=msg
|
| 258 |
+
)
|
| 259 |
+
|
| 260 |
+
# Optional quick preference: append hint to textbox (UI-only)
|
| 261 |
+
def apply_quick_pref(pref, current_text):
|
| 262 |
+
if not pref:
|
| 263 |
+
return current_text
|
| 264 |
+
if current_text and current_text.strip():
|
| 265 |
+
return f"{current_text.strip()} ({pref})"
|
| 266 |
+
return pref
|
| 267 |
+
|
| 268 |
+
quick.change(
|
| 269 |
+
fn=apply_quick_pref,
|
| 270 |
+
inputs=[quick, msg],
|
| 271 |
+
outputs=msg
|
| 272 |
+
)
|
| 273 |
+
|
| 274 |
+
# Submit logic (unchanged)
|
| 275 |
+
msg.submit(
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| 276 |
+
respond,
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| 277 |
+
inputs=[msg, chatbot, state],
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| 278 |
+
outputs=[msg, chatbot, state]
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| 279 |
+
)
|
| 280 |
+
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| 281 |
+
send.click(
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| 282 |
+
respond,
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| 283 |
+
inputs=[msg, chatbot, state],
|
| 284 |
+
outputs=[msg, chatbot, state]
|
| 285 |
+
)
|
| 286 |
+
|
| 287 |
+
# Clear
|
| 288 |
+
clear.click(
|
| 289 |
+
fn=clear_all,
|
| 290 |
+
inputs=None,
|
| 291 |
+
outputs=[chatbot, state, msg]
|
| 292 |
+
)
|
| 293 |
+
|
| 294 |
+
demo.launch(debug=False)
|